• Chose 1 of 17 topic provided by Bank Mandiri as evindenced by the background that has been found by research• Created user need statement in Figma from the results of the interview that have been done• Created Customer Journey Map in Figma from the user need statements that have been created• Created Minimum Viable Product (MVP) using idea generation, affinity mapping, and impact-effort matrix in Figma• Created User flow, low, mid, and high prototype, and user flow in Figma from MVP that have been created• Presented the result using pitch deck to 3 judges from PT Bank Mandiri Tbk, Tokopedia, and Rakamin Academy

- Made and applied machine learning model to predict sell out for ministore channel and achieved 80% model accuracy from 250+ SKU- Created 2 interactive dashboard using tableau from B2B ministore channel data and used it for analyzing and monitoring ministore channel stock, 250+ SKU sell in, and 250+ SKU sell out and performance- Made a PO estimate based on sell out forecasting, store stock, dc stock, and promos that will be held per month for 250+ SKU

• Answered 100+ questions about Statistics, Data Analyst, and Machine Learning• Managed credit data consisting of 460.000 rows and 75 columns using pandas• Applied Machine Learning model such as logistic regression, random forest classifier, decision tree classifier, KNN, xgboost classifier, and adaboost classfier and get accuracy value over 70%

• Answered 30+ questions using SQL, Spreadsheet, and Python library such as numpy and pandas• Managed 4 sheets data consisting of 3000+ rows and 20 columns using ETL concept in MySQL• Created dashboard in Tableau, and reported the result in PowerPoint

Answered 25+ questions using SQL, Spreadsheet, and Python library such as numpy an pandas.• Applied Machine Learning model such as Linear Regression, Logistic Regression, and Support• Vector Machine to 300.000+ rows of data• Created visualization using matplotlib and seaborn

• Created 50+ questions to help students preapare for exam• Teach 10th, 11th, and 12th grade about Physics topic such as kinematics & dinamics motion, impuls and momentum, work and energy, electromagnetic forces, and modern physics